Add function for gas tariff mapping #146
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jpvelez
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jpvelez
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Mostly just the same fixes as in the electric tariff mapper
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| # Resolve project root as absolute path from this Justfile's location (works for any clone) | |||
| project_root := absolute_path(justfile_directory() / ".." / ".." / ".." / ".." / "..") | |||
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Same fix as in the other PR
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| # Resolve project root as absolute path from this Justfile's location (works for any clone) | |||
| project_root := absolute_path(justfile_directory() / ".." / ".." / ".." / ".." / "..") | |||
| data_base := "s3://data.sb/nrel/resstock/res_2024_amy2018_2/metadata" | |||
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| from utils.types import electric_utility | ||
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| # Project root (rate-design-platform); independent of cwd or caller | ||
| _PROJECT_ROOT = Path(__file__).resolve().parent.parent |
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| def map_gas_tariff( | ||
| SB_metadata_path: S3Path, |
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| .filter(pl.col("sb.electric_utility") == electric_utility_name) | ||
| .collect() | ||
| ) | ||
| if utility_metadata_df.is_empty(): |
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| # For now, we will manually add the electric utility name column. Later on, the metadata parquet will be updated to include this column. | ||
| # Assign first ~1/3 to Coned, next ~1/3 to National Grid, last ~1/3 to NYSEG. | ||
| metadata_path = S3Path(args.metadata_path) | ||
| metadata_df = pl.read_parquet(io.BytesIO(metadata_path.read_bytes())) |
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| n = len(metadata_df) | ||
| # Create electricity utility name column | ||
| metadata_df = ( | ||
| metadata_df.with_row_index("_row_idx") |
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| raise FileNotFoundError(f"SB metadata path {SB_metadata_path} does not exist") | ||
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| utility_metadata_df = ( | ||
| pl.scan_parquet(io.BytesIO(SB_metadata_path.read_bytes())) |
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Same fix as in the other PR
utils/gas_tariff_mapper.py
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| utility_metadata_df.select(pl.col("bldg_id", "sb.gas_utility")) | ||
| .with_columns( | ||
| pl.when(pl.col("sb.gas_utility") == "National Grid") | ||
| .then(pl.lit("National Grid")) |
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Obviously, this will need to be generalized, but it's fine for now.
However, the since the tariff_keys will get spliced into filenames, they need to be lowercase_with_underscore.
utils/gas_tariff_mapper.py
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| ) | ||
| if not output_path.parent.exists(): | ||
| output_path.parent.mkdir(parents=True) | ||
| gas_tariff_mapping_df.write_csv(output_path) |
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Same fix as in the other PR
| --state NY \ | ||
| --upgrade_id "{{upgrade_id}}" \ | ||
| --electric_utility "{{electric_utility}}" \ | ||
| {{ if output_dir != "" { "--output_dir \"" + output_dir + "\"" } else { "" } }} |
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I was allowing output_dir to be an optional input. Changed in the latest commit to make mandatory.
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| # Some useful enumerations: | ||
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| map-coned-default: |
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there's just 1 utility in rhode island—Rhode Island Energy (RIE)
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These values correspond to the electrical utility, not the gas utility. We take electrical_utility_name as input here, filter out the bldg_id's that correspond to the provided electrical utility, then assign gas tariff_key's based on the gas_utility column value in the metadata-sb.parquet
| just map-electric-tariff Coned class_specific_seasonal 1 00 | ||
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| map-national-grid-default: | ||
| just map-gas-tariff National Grid 00 |
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This is going to cause a syntax error... should be "National Grid" if it has whitespace
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Addressed in the latest commit
utils/gas_tariff_mapper.py
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| _PROJECT_ROOT = Path(__file__).resolve().parent.parent | ||
| RATE_DESIGN_DIR = _PROJECT_ROOT / "rate_design" | ||
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| AWS_REGION = "us-west-2" |
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This really shouldn't be hardcoded... the aws tools should be able to pick this up from the environment.
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Addressed in the latest commit
utils/gas_tariff_mapper.py
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| raise FileNotFoundError(f"Metadata path {metadata_path} does not exist") | ||
| SB_metadata_lazy_df = pl.scan_parquet(str(metadata_path)) | ||
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| SB_metadata_lazy_df_with_utilities = SB_metadata_lazy_df.with_columns( |
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no need for "_lazy_df" type stuff in the variable names... we have type annotations and type inference in IDEs.
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Addressed in the latest commit
utils/gas_tariff_mapper.py
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| try: | ||
| out_base = S3Path(args.output_dir) | ||
| output_path = out_base / output_filename | ||
| if not output_path.parent.exists(): |
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No need for this, and therefore for S3Path. It can just fail if the directory is missing and then the user knows to make it.
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Addressed in the latest commit
utils/gas_tariff_mapper.py
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| gas_tariff_mapping_df.sink_csv(str(output_path)) | ||
| else: | ||
| output_path = ( | ||
| RATE_DESIGN_DIR |
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Get rid of this (and of RATE_DESIGN_DIR) and fail if output path isn't provided
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Addressed in the latest commit
2 participants
Summary
This PR adds python script and function that generates gas tariff mapping for bldg_id's based on electrical_utility and gas_utility
Closes #138